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What Role Does Hydrological Science Play in the Age of Machine Learning? 期刊论文
Water Resources Research, 2020
作者:  Grey S. Nearing;  Frederik Kratzert;  Alden Keefe Sampson;  Craig S. Pelissier;  Daniel Klotz;  Jonathan M. Frame;  Cristina Prieto;  Hoshin V. Gupta
收藏  |  浏览/下载：6/0  |  提交时间：2020/11/20
Why is the Terrestrial Water Storage in Dryland Regions Declining? A Perspective based on GRACE Satellite Observations and Noah‐MP Model Simulations 期刊论文
Water Resources Research, 2020
作者:  Li‐;  Ling Chang;  Ruiqiang Yuan;  Hoshin V. Gupta;  C. L. Winter;  Guo‐;  Yue Niu
收藏  |  浏览/下载：14/0  |  提交时间：2020/11/09
On the Reliability of Variable-Rate Pumping Test Results: Sensitivity to Information Content of the Recorded Data 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (5)
作者:  Naderi, Mostafa;  Gupta, Hoshin, V
收藏  |  浏览/下载：6/0  |  提交时间：2020/07/02
aquifer parameters  variable-rate pumping tests  time domain numerical integration  Duhamel'  s principle  confined  unconfined and leaky aquifers  information loss  
Debates-Does Information Theory Provide a New Paradigm for Earth Science? 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (2)
作者:  Kumar, Praveen;  Gupta, Hoshin V.
收藏  |  浏览/下载：24/0  |  提交时间：2020/07/02
Complex Systems  Hypothesis Testing  Information Physics  Algorithmic Information  Causality  
Does Information Theory Provide a New Paradigm for Earth Science? Hypothesis Testing 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (2)
作者:  Nearing, Grey S.;  Ruddell, Benjamin L.;  Bennett, Andrew R.;  Prieto, Cristina;  Gupta, Hoshin V.
收藏  |  浏览/下载：6/0  |  提交时间：2020/07/02
information theory  hypothesis testing  model evaluation  epistemic uncertainty